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Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold
BACKGROUND: In the context of the current drug discovery efforts to find disease modifying therapies for Parkinson´s disease (PD) the current single target strategy has proved inefficient. Consequently, the search for multi-potent agents is attracting more and more attention due to the multiple path...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bentham Science Publishers
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5725544/ https://www.ncbi.nlm.nih.gov/pubmed/28093976 http://dx.doi.org/10.2174/1570159X15666170116145316 |
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author | Cruz-Monteagudo, Maykel Borges, Fernanda Cordeiro, M. Natália D. S. Helguera, Aliuska Morales Tejera, Eduardo Paz-y-Miño, Cesar Sánchez-Rodríguez, Aminael Perera-Sardiña, Yunier Perez-Castillo, Yunierkis |
author_facet | Cruz-Monteagudo, Maykel Borges, Fernanda Cordeiro, M. Natália D. S. Helguera, Aliuska Morales Tejera, Eduardo Paz-y-Miño, Cesar Sánchez-Rodríguez, Aminael Perera-Sardiña, Yunier Perez-Castillo, Yunierkis |
author_sort | Cruz-Monteagudo, Maykel |
collection | PubMed |
description | BACKGROUND: In the context of the current drug discovery efforts to find disease modifying therapies for Parkinson´s disease (PD) the current single target strategy has proved inefficient. Consequently, the search for multi-potent agents is attracting more and more attention due to the multiple pathogenetic factors implicated in PD. Multiple evidences points to the dual inhibition of the monoamine oxidase B (MAO-B), as well as adenosine A2A receptor (A2AAR) blockade, as a promising approach to prevent the neurodegeneration involved in PD. Currently, only two chemical scaffolds has been proposed as potential dual MAO-B inhibitors/A2AAR antagonists (caffeine derivatives and benzothiazinones). METHODS: In this study, we conduct a series of chemoinformatics analysis in order to evaluate and advance the potential of the chromone nucleus as a MAO-B/A2AAR dual binding scaffold. RESULTS: The information provided by SAR data mining analysis based on network similarity graphs and molecular docking studies support the suitability of the chromone nucleus as a potential MAO-B/A2AAR dual binding scaffold. Additionally, a virtual screening tool based on a group fusion similarity search approach was developed for the prioritization of potential MAO-B/A2AAR dual binder candidates. Among several data fusion schemes evaluated, the MEAN-SIM and MIN-RANK GFSS approaches demonstrated to be efficient virtual screening tools. Then, a combinatorial library potentially enriched with MAO-B/A2AAR dual binding chromone derivatives was assembled and sorted by using the MIN-RANK and then the MEAN-SIM GFSS VS approaches. CONCLUSION: The information and tools provided in this work represent valuable decision making elements in the search of novel chromone derivatives with a favorable dual binding profile as MAO-B inhibitors and A2AAR antagonists with the potential to act as a disease-modifying therapeutic for Parkinson´s disease. |
format | Online Article Text |
id | pubmed-5725544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Bentham Science Publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-57255442018-05-01 Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold Cruz-Monteagudo, Maykel Borges, Fernanda Cordeiro, M. Natália D. S. Helguera, Aliuska Morales Tejera, Eduardo Paz-y-Miño, Cesar Sánchez-Rodríguez, Aminael Perera-Sardiña, Yunier Perez-Castillo, Yunierkis Curr Neuropharmacol Article BACKGROUND: In the context of the current drug discovery efforts to find disease modifying therapies for Parkinson´s disease (PD) the current single target strategy has proved inefficient. Consequently, the search for multi-potent agents is attracting more and more attention due to the multiple pathogenetic factors implicated in PD. Multiple evidences points to the dual inhibition of the monoamine oxidase B (MAO-B), as well as adenosine A2A receptor (A2AAR) blockade, as a promising approach to prevent the neurodegeneration involved in PD. Currently, only two chemical scaffolds has been proposed as potential dual MAO-B inhibitors/A2AAR antagonists (caffeine derivatives and benzothiazinones). METHODS: In this study, we conduct a series of chemoinformatics analysis in order to evaluate and advance the potential of the chromone nucleus as a MAO-B/A2AAR dual binding scaffold. RESULTS: The information provided by SAR data mining analysis based on network similarity graphs and molecular docking studies support the suitability of the chromone nucleus as a potential MAO-B/A2AAR dual binding scaffold. Additionally, a virtual screening tool based on a group fusion similarity search approach was developed for the prioritization of potential MAO-B/A2AAR dual binder candidates. Among several data fusion schemes evaluated, the MEAN-SIM and MIN-RANK GFSS approaches demonstrated to be efficient virtual screening tools. Then, a combinatorial library potentially enriched with MAO-B/A2AAR dual binding chromone derivatives was assembled and sorted by using the MIN-RANK and then the MEAN-SIM GFSS VS approaches. CONCLUSION: The information and tools provided in this work represent valuable decision making elements in the search of novel chromone derivatives with a favorable dual binding profile as MAO-B inhibitors and A2AAR antagonists with the potential to act as a disease-modifying therapeutic for Parkinson´s disease. Bentham Science Publishers 2017-11 2017-11 /pmc/articles/PMC5725544/ /pubmed/28093976 http://dx.doi.org/10.2174/1570159X15666170116145316 Text en © 2017 Bentham Science Publishers https://creativecommons.org/licenses/by-nc/4.0/legalcode This is an open access article licensed under the terms of the Creative Commons Attribution-Non-Commercial 4.0 International Public License (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/legalcode), which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited. |
spellingShingle | Article Cruz-Monteagudo, Maykel Borges, Fernanda Cordeiro, M. Natália D. S. Helguera, Aliuska Morales Tejera, Eduardo Paz-y-Miño, Cesar Sánchez-Rodríguez, Aminael Perera-Sardiña, Yunier Perez-Castillo, Yunierkis Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold |
title | Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold |
title_full | Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold |
title_fullStr | Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold |
title_full_unstemmed | Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold |
title_short | Chemoinformatics Profiling of the Chromone Nucleus as a MAO-B/A(2A)AR Dual Binding Scaffold |
title_sort | chemoinformatics profiling of the chromone nucleus as a mao-b/a(2a)ar dual binding scaffold |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5725544/ https://www.ncbi.nlm.nih.gov/pubmed/28093976 http://dx.doi.org/10.2174/1570159X15666170116145316 |
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